Integrating OpenCode with BigQuery data via CData CLI
OpenCode is an open source AI coding agent from Anomaly that runs in your terminal, desktop, or IDE. It connects to over 75 LLM providers, including Claude, GPT, Gemini, and local models, and stores none of your code or context data. It runs multiple agent sessions in parallel on the same project, each with its own context. Its support for integrations, AGENTS.md configuration files, and a TypeScript/JavaScript plugin system makes it well-suited for tool-driven data workflows through CData CLI. By describing your data goals in plain language, OpenCode handles driver configuration, license activation, connection creation, and query execution from a single prompt.
This article walks through how to connect BigQuery data to OpenCode through CData CLI.
Prerequisites
- OpenCode installed (either Terminal CLI or Desktop): OpenCode | Download
- CData CLI installed
- Access to BigQuery
About BigQuery Data Integration
CData simplifies access and integration of live Google BigQuery data. Our customers leverage CData connectivity to:
- Simplify access to BigQuery with broad out-of-the-box support for authentication schemes, including OAuth, OAuth JWT, and GCP Instance.
- Enhance data workflows with Bi-directional data access between BigQuery and other applications.
- Perform key BigQuery actions like starting, retrieving, and canceling jobs; deleting tables; or insert job loads through SQL stored procedures.
Most CData customers are using Google BigQuery as their data warehouse and so use CData solutions to migrate business data from separate sources into BigQuery for comprehensive analytics. Other customers use our connectivity to analyze and report on their Google BigQuery data, with many customers using both solutions.
For more details on how CData enhances your Google BigQuery experience, check out our blog post: https://www.cdata.com/blog/what-is-bigquery
Getting Started
Step 1: Download the skill (one-time setup)
Always use CData CLI with the official Skill.
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The official CData CLI Skill on GitHub can be downloaded using npx skills through the terminal:
npx skills add CDataSoftware/cli-skills -
Follow the prompts in the terminal to install for OpenCode.
Step 2: Set up the project directory
Create a project directory to contain all project files. Below are examples for using OpenCode in either the Terminal or Desktop app.
OpenCode in Terminal CLI
Navigate to your desired directory in the terminal and start a session with the opencode command.
OpenCode Desktop App
Open the desktop app and select your project folder as the working directory.
Step 3: Establish the driver and connection
Describe what you want to accomplish with the CLI and BigQuery data.
I would like to build a command line app that connects to BigQuery and checks for updates from Orders. Make sure to include data from important columns like OrderName and Freight.
This prompt automatically loads the Skill and kicks off the following process. You can also manually prompt the agent for each of the following steps.
- Driver setup: OpenCode checks for an existing CData BigQuery driver, or searches and downloads a new one:
cdatacli drivers listcdatacli drivers search --driver "BigQuery"cdatacli drivers download --artifact-id <artifact-id>- Activation: Activate the BigQuery driver with a single command for a trial or full license:
cdatacli drivers activate "BigQuery" --name "<name>" --email "<email>" --trialcdatacli drivers activate "BigQuery" --name "<name>" --email "<email>" --key "<product-key>"- Establish the connection: Check for existing BigQuery connections or create a new one:
cdatacli connection listcdatacli connection create --driver BigQuery --name my_bigquery_connection --connectionstring "Prop1=value1;Prop2=value2;..."- Create a BigQuery skill (if applicable): CData provides driver instructions for popular sources that can be used to create a source-specific skill to guide the agent through best practices for the driver.
- Run the following command to generate a skill file and save the output to your skills directory. You can choose to save the skill either at the project level or globally. (Note: If "No instructions available for BigQuery" error is returned, no driver instructions exist and you can continue to use main driver skill)
cdatacli drivers skill "BigQuery" > ~/skills/cdata-bigquery/SKILL.md
Step 4: Query BigQuery data
With the CData driver configured, your agent can execute queries and write code against live BigQuery data:
cdatacli query sql --connection my_bigquery_connection --sql "SELECT * FROM Orders"
Query BigQuery data directly from your terminal with CData CLI
OpenCode and CData CLI together give your AI coding agent a direct path to live BigQuery data without custom middleware, scheduled syncs, or manual setup at each step. Describe your goal, and the agent handles driver configuration, connection setup, and query execution.
Download the free CData CLI and start a free 30-day trial of the CData JDBC Driver for BigQuery today.